IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
9c88b40
verified
| { | |
| "config": { | |
| "name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cu124", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "token-classification", | |
| "library": "transformers", | |
| "model_type": "deberta-v2", | |
| "model": "microsoft/deberta-v3-base", | |
| "processor": "microsoft/deberta-v3-base", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "no_weights": true, | |
| "device_map": null, | |
| "torch_dtype": null, | |
| "eval_mode": true, | |
| "to_bettertransformer": false, | |
| "low_cpu_mem_usage": null, | |
| "attn_implementation": null, | |
| "cache_implementation": null, | |
| "autocast_enabled": false, | |
| "autocast_dtype": null, | |
| "torch_compile": false, | |
| "torch_compile_target": "forward", | |
| "torch_compile_config": {}, | |
| "quantization_scheme": null, | |
| "quantization_config": {}, | |
| "deepspeed_inference": false, | |
| "deepspeed_inference_config": {}, | |
| "peft_type": null, | |
| "peft_config": {} | |
| }, | |
| "scenario": { | |
| "name": "inference", | |
| "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario", | |
| "iterations": 1, | |
| "duration": 1, | |
| "warmup_runs": 1, | |
| "input_shapes": { | |
| "batch_size": 1, | |
| "num_choices": 2, | |
| "sequence_length": 2 | |
| }, | |
| "new_tokens": null, | |
| "memory": true, | |
| "latency": true, | |
| "energy": true, | |
| "forward_kwargs": {}, | |
| "generate_kwargs": { | |
| "max_new_tokens": 2, | |
| "min_new_tokens": 2 | |
| }, | |
| "call_kwargs": { | |
| "num_inference_steps": 2 | |
| } | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": true, | |
| "device_isolation_action": "warn", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.261056, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.223-212.873.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 773.029888, | |
| "max_global_vram": 1403.518976, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 773.849088, | |
| "max_allocated": 736.603648 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 7.3851513671875, | |
| "mean": 7.3851513671875, | |
| "stdev": 0.0, | |
| "p50": 7.3851513671875, | |
| "p90": 7.3851513671875, | |
| "p95": 7.3851513671875, | |
| "p99": 7.3851513671875, | |
| "values": [ | |
| 7.3851513671875 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0646816312500739e-06, | |
| "ram": 5.677706460899129e-07, | |
| "gpu": 0.0, | |
| "total": 1.6324522773399868e-06 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1160.445952, | |
| "max_global_vram": 1434.976256, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 794.820608, | |
| "max_allocated": 753.606656 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 69, | |
| "total": 0.999876739501953, | |
| "mean": 0.014490967239158742, | |
| "stdev": 0.0004484059724918269, | |
| "p50": 0.01452236843109131, | |
| "p90": 0.014835097694396972, | |
| "p95": 0.015015526390075683, | |
| "p99": 0.01614262313842773, | |
| "values": [ | |
| 0.015163392066955566, | |
| 0.014915583610534668, | |
| 0.014950400352478027, | |
| 0.01470361614227295, | |
| 0.014577664375305176, | |
| 0.014682111740112304, | |
| 0.014459903717041016, | |
| 0.014684160232543946, | |
| 0.014836735725402832, | |
| 0.014570560455322266, | |
| 0.014599167823791503, | |
| 0.014743552207946778, | |
| 0.014755840301513673, | |
| 0.014584832191467285, | |
| 0.014730239868164062, | |
| 0.014723072052001953, | |
| 0.014569472312927247, | |
| 0.014508031845092773, | |
| 0.01459712028503418, | |
| 0.01637171173095703, | |
| 0.016034816741943358, | |
| 0.014639103889465332, | |
| 0.014667776107788086, | |
| 0.014722047805786133, | |
| 0.014600192070007324, | |
| 0.014619680404663086, | |
| 0.01452236843109131, | |
| 0.014817343711853028, | |
| 0.014658559799194336, | |
| 0.014467071533203125, | |
| 0.01440665626525879, | |
| 0.014774271965026856, | |
| 0.015058943748474121, | |
| 0.014834688186645508, | |
| 0.014682111740112304, | |
| 0.014658559799194336, | |
| 0.014637120246887207, | |
| 0.014519295692443847, | |
| 0.014495743751525878, | |
| 0.014405632019042968, | |
| 0.014315520286560059, | |
| 0.014407679557800293, | |
| 0.014408703804016113, | |
| 0.014776320457458495, | |
| 0.014668800354003907, | |
| 0.014449600219726563, | |
| 0.01439948844909668, | |
| 0.01436569595336914, | |
| 0.014303232192993164, | |
| 0.014082048416137695, | |
| 0.014137344360351562, | |
| 0.013905920028686524, | |
| 0.01376255989074707, | |
| 0.013957119941711426, | |
| 0.014055423736572266, | |
| 0.014121983528137207, | |
| 0.01399295997619629, | |
| 0.014027775764465332, | |
| 0.014055423736572266, | |
| 0.014013440132141113, | |
| 0.013784064292907714, | |
| 0.013735936164855958, | |
| 0.013922304153442382, | |
| 0.014367744445800782, | |
| 0.013874176025390626, | |
| 0.013800415992736816, | |
| 0.013941760063171387, | |
| 0.014129152297973633, | |
| 0.014164992332458496 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 69.00850602282183 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.6518544177276154e-07, | |
| "ram": 9.023215670426636e-08, | |
| "gpu": 3.338814399444497e-07, | |
| "total": 5.892990384214776e-07 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 1696931.3282415057 | |
| } | |
| } | |
| } | |
| } |